Lost in the Middle: how language models use long contexts.

Liu NF, Lin K, Hewitt J, Paranjape A, Bevilacqua M, Petroni F, Liang P

Transactions of the Association for Computational Linguistics, 2024

doi:10.1162/tacl_a_00638.

Improving Wikipedia verifiability with AI.

Petroni F, Broscheit S, Piktus A, Lewis P, Izacard G, Hosseini L, Dwivedi-Yu J, Lomeli M, Schick T, Bevilacqua M, Mazaré PE, Joulin A, Grave E, Riedel S

Nature Machine Intelligence, 2023

doi:10.1038/s42256-023-00726-1.

Autoregressive search engines: generating substrings as document identifiers.

Bevilacqua M, Ottaviano G, Lewis P, Yih W, Riedel S, Petroni F

Advances in neural information processing systems, 2022

doi:10.48550/arXiv.2204.10628.

Autoregressive entity retrieval.

De Cao N, Izacard G, Riedel S, Petroni F

arXiv, 2020

doi:10.48550/arXiv.2010.00904.

Retrieval-augmented generation for knowledge-intensive NLP tasks.

Lewis P, Perez E, Piktus A, Petroni F, Karpukhin V, Goyal N, Küttler H, Lewis M, Yih W, Rocktäschel T, Riedel S, Kiela D

Advances in Neural Information Processing Systems, 2020

doi:10.48550/arXiv.2005.11401.

Language models as knowledge bases?

Petroni F, Rocktäschel T, Lewis P, Bakhtin A, Wu Y, Miller AH, Riedel S

arXiv, 2019

doi:10.48550/arXiv.1909.01066.

The spreading of misinformation online.

Del Vicario M, Bessi A, Zollo F, Petroni F, Scala A, Caldarelli G, Stanley HE, Quattrociocchi W

Proceedings of the National Academy of Sciences, 2016

doi:10.1073/pnas.1517441113.